The Direct Index
Report · Boston · scanned 2026-10-14

Prairie Fire

prairiefirebrookline.com is mostly ready for agents.

An AI assistant can open the website of Prairie Fire. It can read what Prairie Fire offers. It finds a way to book or order directly, through OpenTable.

Listed by OpenStreetMap.

Book directly: www.opentable.com/widget/reservation/loader?rid=1071715&type through opentable acting for the business · Order directly: www.toasttab.com/prairie-fire/v3 through toast acting for the business · Menu: prairiefirebrookline.com/menus

See what an AI agent reads on this site →

80%

52 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Where it stands

How Prairie Fire compares

Where it stands

215 of 814 in Boston

Top 26% of the sites scanned in this index. Just above: Petit Robert Bistro B, Petula’s B. Just below: Taco Loco B, Banners Kitchen & Tap B.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML98%yes
Let AI crawlers in (no edge block, no robots.txt block)95%yes
Structured data with address, phone and hours43%no
Have an llms.txt18%no

The top tenth is the 82 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Squarespace 7,098 sites65%48%80%
Sites using OpenTable 1,462 sites67%43%80%
Sites using Toast 1,884 sites74%63%80%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Hamilton Bar & Restaurant american183 mByes
The Washington Square Tavern american1.2 kmAyes
Ziggy Bombs Specialty Steak & Cheese Subs sandwich, american1.2 kmCno
The Punch Bowl Tavern american1.2 kmByes
Rhythm 'N Wraps american, sandwich1.2 kmAyes
The Abbey american1.3 kmFno
TGI Fridays american1.6 kmCyes
LuLu's Allston american1.9 kmAyes
House of Blues american2.2 kmBno
Top Mix Bar & Kitchen JP caribbean, american2.3 kmByes
Businesses like yours

Businesses like Prairie Fire in Boston

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Boston81453%41%80%
Sites built with Squarespace in Boston12278%75%80%
Sites using OpenTable in Boston5177%73%80%
Sites built with Squarespace and using OpenTable in Boston1880%83%80%

The best of the sites built with Squarespace and using OpenTable in Boston

Bar Vlaha A 93.8% · Krasi A 92.3% · Steel & Rye A 92.3% · Fox & The Knife A 86.2% · Pearl&Lime A 86.2%

The climb

With the fix above (Structured data is incomplete) the score would be about 87.7%: 88th of 814 in Boston, up from 215th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

Findings

What to fix first

  1. Structured data is incomplete +5 points

    Missing: telephone, opening hours. How to fix it

  2. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

Send the fixes to your web person

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in Boston. List your agency or yourself: free, reviewed by hand.

Already right

Builder: squarespace · Front: cloudflare

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on squarespace is in the guides.

Where to paste it on Squarespace: the Code Injection panel, in the Header field, which applies to every page. It needs the Core plan or above. the official help page.

Show the code to paste

Structured data (JSON-LD)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Prairie Fire",
  "url": "https://prairiefirebrookline.com",
  "telephone": "+1-617-396-8199",
  "email": "contact@prairiefirebrookline.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Harvard Street 242",
    "postalCode": "02446",
    "addressLocality": "Brookline"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3412838,
    "longitude": -71.1212104
  },
  "openingHours": "Mo-Th 16:00-21:00; Fr 16:00-22:00; Sa 12:00-22:00; Su 12:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "16:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "16:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "american"
  ],
  "acceptsReservations": "https://www.opentable.com/widget/reservation/loader?rid=1071715&type=standard&theme=standard&color=1&dark=false&iframe=false&domain=com&lang=en-US&newtab=true&ot_source=Restaurant%20website&cfe=true",
  "hasMenu": "https://prairiefirebrookline.com/menus",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opentable.com/widget/reservation/loader?rid=1071715&type=standard&theme=standard&color=1&dark=false&iframe=false&domain=com&lang=en-US&newtab=true&ot_source=Restaurant%20website&cfe=true",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/prairie-fire/v3",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Prairie Fire

> restaurant (american) in Harvard Street 242 02446 Brookline, Boston. Phone +1-617-396-8199.

## Book or order directly

- Book: https://www.opentable.com/widget/reservation/loader?rid=1071715&type=standard&theme=standard&color=1&dark=false&iframe=false&domain=com&lang=en-US&newtab=true&ot_source=Restaurant%20website&cfe=true (through opentable acting for the business)
- Order: https://www.toasttab.com/prairie-fire/v3 (through toast acting for the business)
- Menu: https://prairiefirebrookline.com/menus

## Opening hours

Mo-Th 16:00-21:00; Fr 16:00-22:00; Sa 12:00-22:00; Su 12:00-21:00

## About

- Website: https://prairiefirebrookline.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now · Markdown · Dispute a check

Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score B

<a href="https://directindex.org/r/prairiefirebrookline.com"><img src="https://directindex.org/badge/prairiefirebrookline.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Prairie Fire

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/prairiefirebrookline.com, through the MCP tool direct_record and in the city feed /city/boston/direct.json.

PathLinkStatus
Bookwww.opentable.com/widget/reservation/loader?rid=1071715&type vendor on own site: OpenTablefound by the scan of 2026-10-14, not yet tested
Orderwww.toasttab.com/prairie-fire/v3 vendor on own site: Toastfound by the scan of 2026-10-14, not yet tested
Menuprairiefirebrookline.com/menus html_pagefrom the scan
HoursMo-Th 16:00-21:00; Fr 16:00-22:00; Sa 12:00-22:00; Su 12:00-21:00 (open now)from OpenStreetMap
Phone+1-617-396-8199

Stable links that count: /go/prairiefirebrookline.com/book, /go/prairiefirebrookline.com/order, /go/prairiefirebrookline.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

UCP profile
/.well-known/ucp, Google and Shopify's Universal Commerce Protocol
not measured
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
not measured
MCP server card
/.well-known/mcp/server-card.json
no
Ordering vendor that takes agent orders
Square, Toast, or a vendor whose terms allow agents
not measured
Vendor terms for agents
OpenTable, read 2026-10-15
Through partners

Not measured at this scan; the next scan measures it.

OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Source. About OpenTable · all vendors.

The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.

Agent readiness

Level 1 of 5, Basic Web Presence

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes